Nasim Mahmud Nayan
AI Engineer & Healthcare AI Researcher
" I BELIEVE IN ACCESSIBLE SOLUTIONS "
Building trustworthy AI systems that democratize medical care, education and business for big communities through cutting-edge research and engineering.
Explore My Work
Academic Research
High-impact publications, research projects & academic contributions focusing on medical diagnosis through AI.
Industry Experience
Production-grade AI systems, work experience with global clients, and scalable software architecture.
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Publications
10+
Citations
100+
h-index
6
Projects
10+
Users Impacted
1.5K+
Experience
3+ yrs
About Me
I work across both research and industry, combining academic depth with hands-on engineering. Over the years, I've contributed to published research in trustworthy healthcare AI and built production systems used by thousands of people. Some of my work includes developing the Zenyora AI wellness platform, creating a real-time RAG-based sales agent, and building M-TRUST, an open-source toolkit for fairness and explainability in medical AI.
I enjoy working on problems where accuracy alone is not enough—systems that need transparency, fairness, and real-world reliability. My current focus spans multimodal medical AI, bias mitigation, LLM-based decision support, and scalable ML systems for everyday use.
Growing up in rural Bangladesh where healthcare access was limited, I saw firsthand the need for democratizing medical care and education. This experience led me to found OgroPath, an AI-powered platform that makes medical entrance exam preparation accessible to students across Bangladesh, especially in underserved communities.
Whether in research labs or production environments, I aim to build AI that people can trust—and that genuinely improves lives.
OgroPath
AI-Powered Medical Exam Prep Platform
Founded to democratize medical education for students across Bangladesh, especially in underserved rural communities. OgroPath combines NLP-based question generation with adaptive learning to make medical entrance exam preparation accessible to all.
AI Question Generator
NLP-powered from PDFs
21K+ Questions
Comprehensive bank
Adaptive Learning
Personalized study plans
National Ranking
Real-time system
Active
Platform Status
24/7
AI Assistant
BD
Nationwide
Social Impact Mission
"Growing up in rural Bangladesh, I witnessed the barriers to quality medical education. OgroPath removes these barriers by providing AI-powered, affordable exam preparation to aspiring medical students nationwide—making medical education accessible regardless of location or economic background."
Academic Research
Advancing trustworthy AI for healthcare through maternal health prediction, bias mitigation frameworks, and multimodal medical AI systems. Published in Healthcare Analytics, PLOS ONE, and IEEE conferences.
Industry Solutions
Building production AI systems that drive measurable impact: OgroPath , Zenyora , M-TRUST fairness toolkit , and ML solutions serving 10K+ students at Programming Hero.
Featured Work
OgroPath verified
AI-powered telemedicine platform democratizing healthcare access. Serving 50K+ users across Bangladesh with 5K+ consultations/month and 99.5% uptime.
Zenyora SaaS
AI-powered educational platform for personalized learning. 30K+ active users, 95% satisfaction rate.
M-TRUST Open Source
Open-source fairness toolkit for medical AI. 30.8% bias reduction, 98% accuracy, 1K+ PyPI downloads.
Core Competencies
Python (ML/AI)
95%
PyTorch / TensorFlow
90%
LLMs & RAG Systems
92%
Fairness & XAI
88%
FastAPI / Flask
88%
Docker / Cloud (AWS/Azure)
85%
